README.md

metadata

title: RegressionVibration
emoji: 🚀
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 4.42.0
app_file: app.py
pinned: false

Predictive Model Deployment

Overview

This application uses a regression model to predict vibration values based on RPM and operational hours. It is built using Gradio to provide an interactive web interface for easy access.

How to Use

1. Input the RPM and operational hours into the designated fields.
2. Submit the input to receive the vibration predictions displayed as a graph.
3. The graph provides a visualization of predicted values like acceleration, speed, and envelope at different parts of the machinery.

Features

• The model takes RPM and operational hours as input.
• Outputs are displayed as a graph showing various vibration metrics.

Deployment

This app is deployed using Gradio, allowing users to interact with the model directly through a web browser.